import asyncio
import uuid

import pytest

from autorag.vectordb.qdrant import Qdrant
from tests.delete_tests import is_github_action


@pytest.mark.skipif(
    is_github_action(),
    reason="This test needs qdrant docker server.",
)
@pytest.fixture
def qdrant_instance():
    qdrant = Qdrant(
        embedding_model="mock",
        collection_name="autorag_t",
        client_type="docker",
        dimension=768,
    )
    yield qdrant
    qdrant.delete_collection()


@pytest.mark.skipif(
    is_github_action(),
    reason="This test needs qdrant docker server.",
)
@pytest.mark.asyncio
async def test_add_and_query_documents(qdrant_instance):
    # Add documents
    ids = [str(uuid.uuid4()) for _ in range(2)]
    texts = ["This is a test document.", "This is another test document."]
    await qdrant_instance.add(ids, texts)

    await asyncio.sleep(1)

    # Query documents
    queries = ["test document"]
    contents, scores = await qdrant_instance.query(queries, top_k=2)

    assert len(contents) == 1
    assert len(scores) == 1
    assert len(contents[0]) == 2
    assert len(scores[0]) == 2
    assert scores[0][0] > scores[0][1]

    embeddings = await qdrant_instance.fetch([ids[0]])
    assert len(embeddings) == 1
    assert len(embeddings[0]) == 768

    exist = await qdrant_instance.is_exist([ids[0], str(uuid.uuid4())])
    assert len(exist) == 2
    assert exist[0] is True
    assert exist[1] is False


@pytest.mark.skipif(
    is_github_action(),
    reason="This test needs qdrant docker server.",
)
@pytest.mark.asyncio
async def test_delete_documents(qdrant_instance):
    # Add documents
    ids = [str(uuid.uuid4()) for _ in range(2)]
    texts = ["This is a test document.", "This is another test document."]
    await qdrant_instance.add(ids, texts)

    await asyncio.sleep(1)

    # Delete documents
    await qdrant_instance.delete([ids[0]])

    # Query documents to ensure they are deleted
    queries = ["test document"]
    contents, scores = await qdrant_instance.query(queries, top_k=2)

    assert len(contents[0]) == 1
    assert len(scores[0]) == 1
